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Computationally Efficient Robust Chinese Remainder Theorem for Frequency Estimation from Undersampled Waveforms

机译:从而有效地高效的中文剩余定理,用于频率估计来自欠采样波形

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摘要

We present an efficient algorithm based on the robust Chinese remainder theorem (CRT) to perform single frequency determination from multiple undersampled waveforms. The optimal estimate of common remainder in robust CRT, which plays an important role in the final frequency estimation, is first discussed. To avoid the exhausted searching in the optimal estimation, we then provide an improved algorithm with the same performance but less computation. Besides, the sufficient and necessary condition of the robust estimation was proposed. Numerical examples are also provided to verify the effectiveness of the proposed algorithm and related conclusions.
机译:我们介绍了一种基于强大的中文剩余定理(CRT)的高效算法,以从多个向下采样波形执行单频测定。首先讨论首先讨论在最终频率估计中发挥着重要作用的鲁棒CRT中常见剩余部分的最佳估计。为避免耗尽的搜索在最佳估计中,我们提供了一种具有相同性能但计算的改进的算法。此外,提出了鲁棒估计的充分和必要条件。还提供了数值例子以验证所提出的算法和相关结论的有效性。

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